{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "7376a759",
   "metadata": {},
   "source": [
    "Copyright (c) MONAI Consortium  \n",
    "Licensed under the Apache License, Version 2.0 (the \"License\");  \n",
    "you may not use this file except in compliance with the License.  \n",
    "You may obtain a copy of the License at  \n",
    "&nbsp;&nbsp;&nbsp;&nbsp;http://www.apache.org/licenses/LICENSE-2.0  \n",
    "Unless required by applicable law or agreed to in writing, software  \n",
    "distributed under the License is distributed on an \"AS IS\" BASIS,  \n",
    "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.  \n",
    "See the License for the specific language governing permissions and  \n",
    "limitations under the License. \n",
    "\n",
    "# Accelerated MRI reconstruction with U-Net\n",
    "Accelerated MRI reconstruction is a compressed sensing task where the goal is to recover a ground-truth image from an under-sampled measurement. The under-sampled measurement is based in the frequency domain and is often called the $k$-space.\n",
    "\n",
    "U-Net based accelerated MRI reconstruction works as follows (note that this is one possible approach). First the under-sampled measurement is transformed to the image domain to form a \"zero-filled\" image. Then, the zero-filled image is fed into U-Net for reconstruction. U-Net is trained supervised to learn a mapping from the zero-filled input to the ground-truth image.\n",
    "\n",
    "U-Net was first used for this problem by Jin e. al. [https://arxiv.org/abs/1611.03679](https://arxiv.org/abs/1611.03679)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e7d8673e",
   "metadata": {},
   "source": [
    "## Setup environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "16b04e14",
   "metadata": {},
   "outputs": [],
   "source": [
    "!python -c \"import monai\" || pip install -q \"monai-weekly[gdown, nibabel, tqdm, ignite]\"\n",
    "!python -c \"import matplotlib\" || pip install -q matplotlib\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0387982e",
   "metadata": {},
   "source": [
    "## Setup imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8d36a97f",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.8/site-packages/tqdm/auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MONAI version: 1.1.0+2.g97918e46\n",
      "Numpy version: 1.22.2\n",
      "Pytorch version: 1.13.0a0+d0d6b1f\n",
      "MONAI flags: HAS_EXT = True, USE_COMPILED = False, USE_META_DICT = False\n",
      "MONAI rev id: 97918e46e0d2700c050e678d72e3edb35afbd737\n",
      "MONAI __file__: /opt/monai/monai/__init__.py\n",
      "\n",
      "Optional dependencies:\n",
      "Pytorch Ignite version: 0.4.10\n",
      "Nibabel version: 4.0.2\n",
      "scikit-image version: 0.19.3\n",
      "Pillow version: 9.0.1\n",
      "Tensorboard version: 2.10.1\n",
      "gdown version: 4.6.0\n",
      "TorchVision version: 0.14.0a0\n",
      "tqdm version: 4.64.1\n",
      "lmdb version: 1.3.0\n",
      "psutil version: 5.9.2\n",
      "pandas version: 1.4.4\n",
      "einops version: 0.6.0\n",
      "transformers version: 4.21.3\n",
      "mlflow version: 2.0.1\n",
      "pynrrd version: 1.0.0\n",
      "\n",
      "For details about installing the optional dependencies, please visit:\n",
      "    https://docs.monai.io/en/latest/installation.html#installing-the-recommended-dependencies\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import torch\n",
    "import warnings\n",
    "import random\n",
    "import json\n",
    "from fastmri_ssim import skimage_ssim\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from monai.transforms import (\n",
    "    Compose,\n",
    "    LoadImaged,\n",
    "    EnsureTyped,\n",
    "    ThresholdIntensityd,\n",
    ")\n",
    "\n",
    "from monai.apps.reconstruction.transforms.dictionary import (\n",
    "    ExtractDataKeyFromMetaKeyd,\n",
    "    RandomKspaceMaskd,\n",
    "    EquispacedKspaceMaskd,\n",
    "    ReferenceBasedSpatialCropd,\n",
    "    ReferenceBasedNormalizeIntensityd,\n",
    ")\n",
    "\n",
    "from monai.apps.reconstruction.fastmri_reader import FastMRIReader\n",
    "from monai.networks.nets import BasicUNet\n",
    "\n",
    "from pathlib import Path\n",
    "from monai.config import print_config\n",
    "from monai.data import CacheDataset, DataLoader\n",
    "\n",
    "from collections import defaultdict\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "\n",
    "print_config()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "514852ef",
   "metadata": {},
   "source": [
    "## Setup validation hyper-parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0f36455f",
   "metadata": {},
   "outputs": [],
   "source": [
    "class Args:\n",
    "    def __init__(self):\n",
    "        self.batch_size = 1  # can be set to >1 when input sizes are not different\n",
    "        self.num_workers = 0\n",
    "        self.cache_rate = 0.0  # what fraction of the data to be cached for faster loading\n",
    "        self.data_path_val = \"/data/fastmri/multicoil_val/\"  # path to the validation set\n",
    "        self.sample_rate = 0.9  # select 0.9 of the validation set for inference\n",
    "        self.accelerations = [4]  # acceleration factors used for valdiation.\n",
    "        self.center_fractions = [0.08]  # center_fractions used for valdiation.\n",
    "\n",
    "        self.mask_type = \"equispaced\"  # mask type used for validation, current options: ['equispaced', 'random']\n",
    "\n",
    "        self.drop_prob = 0.0  # inference-time dropout rate\n",
    "        self.features = [32, 64, 128, 256, 512, 32]  # default U-Net feature sizes based on our model checkpoint\n",
    "\n",
    "\n",
    "args = Args()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b524f158",
   "metadata": {},
   "source": [
    "if multiple values are given for accelerations or center_fractions, one will be uniformly chosen for each sample."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4f05d20d",
   "metadata": {},
   "source": [
    "## Create validation data loader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b4abf49a",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"./data/fastmri_data_split.json\", \"r\") as fn:\n",
    "    data = json.load(fn)\n",
    "test_files = data[\"test_files\"]\n",
    "fastmri_val_set = list(Path(args.data_path_val).iterdir())\n",
    "test_files = [f for f in fastmri_val_set if str(f).split(\"/\")[-1] in test_files]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2c5e0caa",
   "metadata": {},
   "outputs": [],
   "source": [
    "random.shuffle(test_files)\n",
    "test_files = test_files[\n",
    "    : int(args.sample_rate * len(test_files))\n",
    "]  # select a subset of the data according to sample_rate\n",
    "test_files = [{\"kspace\": f} for f in test_files]\n",
    "print(f\"#test files: {len(test_files)}\")\n",
    "\n",
    "# define mask transform type (e.g., whether it is equispaced or random)\n",
    "if args.mask_type == \"random\":\n",
    "    MaskTransform = RandomKspaceMaskd(\n",
    "        keys=[\"kspace\"],\n",
    "        center_fractions=args.center_fractions,\n",
    "        accelerations=args.accelerations,\n",
    "        spatial_dims=2,\n",
    "        is_complex=True,\n",
    "    )\n",
    "elif args.mask_type == \"equispaced\":\n",
    "    MaskTransform = EquispacedKspaceMaskd(\n",
    "        keys=[\"kspace\"],\n",
    "        center_fractions=args.center_fractions,\n",
    "        accelerations=args.accelerations,\n",
    "        spatial_dims=2,\n",
    "        is_complex=True,\n",
    "    )\n",
    "\n",
    "test_transforms = Compose(\n",
    "    [\n",
    "        LoadImaged(keys=[\"kspace\"], reader=FastMRIReader, image_only=False, dtype=np.complex64),\n",
    "        # user can also add other random transforms\n",
    "        ExtractDataKeyFromMetaKeyd(keys=[\"reconstruction_rss\", \"mask\"], meta_key=\"kspace_meta_dict\"),\n",
    "        MaskTransform,\n",
    "        ReferenceBasedSpatialCropd(keys=[\"kspace_masked_ifft\"], ref_key=\"reconstruction_rss\"),\n",
    "        ReferenceBasedNormalizeIntensityd(\n",
    "            keys=[\"kspace_masked_ifft\", \"reconstruction_rss\"], ref_key=\"kspace_masked_ifft\", channel_wise=True\n",
    "        ),\n",
    "        ThresholdIntensityd(keys=[\"kspace_masked_ifft\", \"reconstruction_rss\"], threshold=6.0, above=False, cval=6.0),\n",
    "        ThresholdIntensityd(keys=[\"kspace_masked_ifft\", \"reconstruction_rss\"], threshold=-6.0, above=True, cval=-6.0),\n",
    "        EnsureTyped(keys=[\"kspace\", \"kspace_masked_ifft\", \"reconstruction_rss\"]),\n",
    "    ]\n",
    ")\n",
    "\n",
    "test_ds = CacheDataset(\n",
    "    data=test_files, transform=test_transforms, cache_rate=args.cache_rate, num_workers=args.num_workers\n",
    ")\n",
    "test_loader = DataLoader(test_ds, batch_size=args.batch_size, shuffle=False, num_workers=args.num_workers)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fa81dd05",
   "metadata": {},
   "source": [
    "## Load model checkpoint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fe9d4fe5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BasicUNet features: (32, 64, 128, 256, 512, 32).\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<All keys matched successfully>"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "model = BasicUNet(spatial_dims=2, in_channels=1, out_channels=1, features=[32, 64, 128, 256, 512, 32]).to(device)\n",
    "\n",
    "checkpoint = torch.load(\"./demo_checkpoint/unet_mri_reconstruction.pt\", map_location=device, weights_only=True)\n",
    "model.load_state_dict(checkpoint)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c72d0d27",
   "metadata": {},
   "source": [
    "## Perform inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a4e5959c",
   "metadata": {},
   "outputs": [],
   "source": [
    "outputs = defaultdict(list)\n",
    "targets = defaultdict(list)\n",
    "with torch.no_grad():\n",
    "    val_ssim = []\n",
    "    step = 1\n",
    "    for test_data in test_loader:\n",
    "        input, target, mean, std, fname = (\n",
    "            test_data[\"kspace_masked_ifft\"],\n",
    "            test_data[\"reconstruction_rss\"],\n",
    "            test_data[\"mean\"],\n",
    "            test_data[\"std\"],\n",
    "            test_data[\"kspace_meta_dict\"][\"filename\"],\n",
    "        )\n",
    "\n",
    "        # iterate through all slices:\n",
    "        slice_dim = 1  # change this if another dimension is your slice dimension\n",
    "        num_slices = input.shape[slice_dim]\n",
    "        for i in range(num_slices):\n",
    "            inp = input[:, i, ...].unsqueeze(slice_dim)\n",
    "            tar = target[:, i, ...].unsqueeze(slice_dim)\n",
    "\n",
    "            # forward pass\n",
    "            output = model(inp.to(device))\n",
    "\n",
    "            # reverse normalization\n",
    "            _std = std[0][i].item()\n",
    "            _mean = mean[0][i].item()\n",
    "\n",
    "            # save volume slices according to volume name given by fname\n",
    "            outputs[fname[0]].append(output.data.cpu().numpy()[0][0] * _std + _mean)\n",
    "            targets[fname[0]].append(tar.numpy()[0][0] * _std + _mean)\n",
    "        print(step, \"   volume out of\", len(test_files), \"done.\", \"\\r\", end=\"\")\n",
    "        step += 1\n",
    "\n",
    "    # compute validation ssims values for all validation samples\n",
    "    for fname in outputs:\n",
    "        outputs[fname] = np.stack(outputs[fname])\n",
    "        targets[fname] = np.stack(targets[fname])\n",
    "        val_ssim.append(skimage_ssim(targets[fname], outputs[fname]))\n",
    "\n",
    "    metric = np.mean(val_ssim)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ecb05bf9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "average SSIM score over the validation set: 0.9436\n"
     ]
    }
   ],
   "source": [
    "print(f\"average SSIM score over the validation set: {metric:.4f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8286c1aa",
   "metadata": {},
   "source": [
    "## A sample vizualization\n",
    "We next randomly select a validation sample and visualize its middle-slice (both the ground truth and the reconstruction)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1abb42dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1008x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "file = random.choice(list(outputs))\n",
    "output = outputs[file]\n",
    "target = targets[file]\n",
    "slice = output.shape[0] // 2\n",
    "\n",
    "# compute skimage-format ssim score\n",
    "score = skimage_ssim(np.array([target[slice]]), np.array([output[slice]]))\n",
    "\n",
    "# visualize\n",
    "fig = plt.figure(figsize=(14, 7))\n",
    "ax = fig.add_subplot(121)\n",
    "ax.imshow(target[slice], \"gray\")\n",
    "ax.set_title(\"ground truth\")\n",
    "ax.axis(\"off\")\n",
    "\n",
    "ax = fig.add_subplot(122)\n",
    "ax.imshow(output[slice], \"gray\")\n",
    "ax.set_title(\"reconstruction {0:.4f}\".format(score))\n",
    "ax.axis(\"off\")\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
